An automated research tool that mines social platforms and community forums to identify high-value business opportunities and validate startup ideas.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install market-intelligence-agent
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install market-intelligence-agent using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Market Intelligence Agent?
The Market Intelligence Agent is a specialized tool designed to surface untapped business opportunities by analyzing real-time human sentiment across high-signal platforms like Reddit, HackerNews, and ProductHunt. This skill transforms raw community discussions into actionable market insights, helping developers and entrepreneurs bridge the gap between technical builds and genuine market needs using Openclaw Skills.
By leveraging advanced analysis frameworks, the agent moves beyond simple keyword searching. It evaluates the velocity of emerging trends and provides a quantitative feasibility score for any business concept, ensuring that your next project is backed by data rather than intuition.
Market Intelligence Agent Use Cases
- Mining niche subreddits and developer forums for recurring complaints and unmet software needs.
- Validating a new startup or product idea based on market size, timing, and competitive density.
- Tracking the velocity of specific keywords to identify emerging trends before they go mainstream.
- Generating a structured daily briefing of the most promising market gaps in a specific industry.
How Market Intelligence Agent Works
- Data Ingestion: The agent scans platforms like Reddit, HackerNews, and ProductHunt for specific keywords or broader industry signals.
- Pain Point Extraction: It filters noise to identify specific problems, complaints, and requests for features missing in current tools.
- Trend Analysis: The skill calculates keyword velocity and sentiment shift to detect if a niche is growing or stagnating.
- Scoring & Validation: Business ideas are processed through a 0-10 rating framework covering market size, competition, and feasibility.
- Reporting: The agent synthesizes findings into structured reports or a daily morning briefing for the user.
Market Intelligence Agent Setup
To integrate this capability into your environment using Openclaw Skills, follow these steps:
- Ensure your AI agent has access to the internet for real-time mining.
- Add the skill to your configuration:
openclaw install market-intelligence-agent
- Configure your target platforms (e.g., specific subreddits or HN search parameters) in the agent settings.
Market Intelligence Agent Data Schema & Taxonomy
The Market Intelligence Agent organizes its insights using a structured taxonomy to ensure data is actionable:
| Data Point | Description | Format |
|---|---|---|
| Opportunity Score | Combined metric of feasibility, size, and timing. | 0-10 Float |
| Sentiment Vector | The emotional weight of community discussions. | Positive/Negative/Frustrated |
| Keyword Velocity | The rate of change in mentions over a specific period. | Percentage Change |
| Briefing Metadata | Timestamps and source URLs for trend verification. | ISO String / URL List |
Market Intelligence Agent Advanced Features
- Automated Daily Briefings: Receive a top 5 opportunity report every morning based on overnight platform activity.
- Custom Analysis Frameworks: Define your own rating criteria for idea validation via the prompts.md reference file.
- Multi-Platform Cross-Referencing: Correlate pain points found on Reddit with product launches on ProductHunt to find market gaps.
- Niche Competitor Intel: Quickly map out the existing players in a newly discovered trend area.
SKILL.md
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